Loftus, Tyler J.

Artificial Intelligence and Surgical Decision-making.

Loftus, T. J., Tighe, P. J., Filiberto, A. C., Efron, P. A., Brakenridge, S. C., Mohr, A. M., Rashidi, P., Upchurch, G. R., & Bihorac, A. (2020) · JAMA Surgery

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 650

DeepSOFA: a continuous acuity score for critically ill patients using clinically interpretable deep learning.

Shickel, B., Loftus, T. J., Adhikari, L., Ozrazgat-Baslanti, T., Bihorac, A., & Rashidi, P. (2019) · Scientific Reports

Machine Learning in HealthcareSepsis Diagnosis and Treatment

Cited by 165

Innate Immunity in the Persistent Inflammation, Immunosuppression, and Catabolism Syndrome and Its Implications for Therapy

Horiguchi, H., Loftus, T. J., Hawkins, R. B., Raymond, S. L., Stortz, J. A., Hollen, M. K., Weiss, B. P., Miller, E. S., Bihorac, A., Larson, S. D., et al. (2018) · Frontiers in Immunology

Sepsis Diagnosis and TreatmentInflammation biomarkers and pathways

Cited by 164

Serum levels of prealbumin and albumin for preoperative risk stratification

Loftus, T. J., Brown, M. P., Slish, J. H., & Rosenthal, M. D. (2019) · Nutrition in Clinical Practice

Nutrition and Health in AgingClinical Nutrition and Gastroenterology

Cited by 112

Uncertainty-aware deep learning in healthcare: A scoping review

Loftus, T. J., Shickel, B., Ruppert, M. M., Balch, J. A., Ozrazgat-Baslanti, T., Tighe, P. J., Efron, P. A., Hogan, W. R., Rashidi, P., Upchurch, G. R., et al. (2022) · PLOS Digital Health

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 73

Equity and Artificial Intelligence in Surgical Care

Johnson-Mann, C. N., Loftus, T. J., & Bihorac, A. (2021) · JAMA Surgery

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 44

Evaluation of Federated learning variations for COVID-19 diagnosis using chest Radiographs from 42 US and European hospitals

Peng, L., Luo, G., Walker, A., Zaiman, Z., Jones, E. K., Gupta, H., Kersten, K., Burns, J. L., Harle, C. A., Magoc, T., et al. (2022) · Journal of the American Medical Informatics Association

Privacy-Preserving Technologies in DataCOVID-19 diagnosis using AI

Cited by 36

Machine Learning Applications in Solid Organ Transplantation and Related Complications

Balch, J. A., Delitto, D., Tighe, P. J., Zarrinpar, A., Efron, P. A., Rashidi, P., Upchurch, G. R., Bihorac, A., & Loftus, T. J. (2021) · Frontiers in Immunology

Artificial Intelligence in Healthcare and EducationTransplantation: Methods and Outcomes

Cited by 33

Neural network prediction of severe lower intestinal bleeding and the need for surgical intervention.

Loftus, T. J., Brakenridge, S. C., Croft, C. A., Smith, R. S., Efron, P. A., Moore, F. A., Mohr, A. M., & Jordan, J. R. (2017) · Journal of Surgical Research

Gastrointestinal Bleeding Diagnosis and TreatmentAbdominal vascular conditions and treatments

Cited by 27

Predictive Modeling for Readmission to Intensive Care: A Systematic Review

Ruppert, M. M., Loftus, T. J., Small, C., Li, H., Ozrazgat-Baslanti, T., Balch, J., Holmes, R., Tighe, P. J., Upchurch, G. R., Efron, P. A., et al. (2023) · Critical Care Explorations

Sepsis Diagnosis and TreatmentMachine Learning in Healthcare

Cited by 24

Artificial intelligence in surgery: a global balancing act

Kewalramani, D., Loftus, T. J., Mayol, J., & Narayan, M. (2024) · British Journal of Surgery

Artificial Intelligence in Healthcare and EducationGlobal Health and Surgery

Cited by 20

Effects of trauma, hemorrhagic shock, and chronic stress on lung vascular endothelial growth factor

Loftus, T. J., Thomson, A. J., Kannan, K. B., Alamo, I. G., Ramos, H. N., Whitley, E. E., Efron, P. A., & Mohr, A. M. (2017) · Journal of Surgical Research

Trauma, Hemostasis, Coagulopathy, ResuscitationRespiratory Support and Mechanisms

Cited by 17

Promoting AI Competencies for Medical Students: A Scoping Review on Frameworks, Programs, and Tools

Ma, Y., Song, Y., Balch, J. A., Ren, Y., Vellanki, D., Hu, Z., Brennan, M., Kolla, S., Guan, Z., Armfield, B., et al. (2024) · arXiv

Artificial Intelligence in Healthcare and EducationInnovations in Medical Education

Cited by 16

Physiologic signatures within six hours of hospitalization identify acute illness phenotypes

Ren, Y., Loftus, T. J., Li, Y., Guan, Z., Ruppert, M. M., Datta, S., Upchurch, G. R., Tighe, P. J., Rashidi, P., Shickel, B., et al. (2022) · PLOS Digital Health

Sepsis Diagnosis and TreatmentMachine Learning in Healthcare

Cited by 6